search

XsLangley / TDGAN

This is the code repository of model TDGAN. Paper: Facial Expression Recognition with Two-branch Disentangled Generative Adversarial Network.
22 stars 3 forks source link

Training time #2

Closed myt889 closed 3 years ago

myt889 commented 3 years ago

Hi, I have read your paper. Now I am trying to train an entire TDGAN from scratch,but I find it is so slowly,maybe one weak for 40 epchs.How long does it take to train for CASIA-WebFace and RAF-DBE datasets in your experiment? 40_300 Fig 1. 40_300.jpg

If I have made any mistakes, thank you for your corrections.

XsLangley commented 3 years ago

Hi, I have read your paper. Now I am trying to train an entire TDGAN from scratch,but I find it is so slowly,maybe one weak for 40 epchs.How long does it take to train for CASIA-WebFace and RAF-DBE datasets in your experiment? 40_300 Fig 1. 40_300.jpg

If I have made any mistakes, thank you for your corrections.

Thanks a lot for your comment. I remember that it took me about 6 hours to run 120 epochs by training from scratch (face dataset: the first 20 classes of casia-webface; expression dataset: RAF-DB ). The machine I used to train it is configured with a Titan X GPU card and two Intel Xeon CPU (but I forget which version of Xeon, maybe E5-2679).

myt889 commented 3 years ago

Thank you for your work, I have solved the problem.